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Modelling the Equity Beta Risk of Australian Financial Sector Companies

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Author Info
Lie, Frida
Brooks, Robert
Faff, Robert

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Abstract

In this paper we apply the generalised auto-regressive conditional heteroskedasticity (GARCH) and Kalman Filter approaches to modelling the equity beta risk of a sample of fifteen Australian financial sector companies. A de-regulated environment in which strong competitive forces are at play typifies the period of investigation. Consistent with the existing literature, we find that these modelling techniques perform well and, in particular, that the Kalman Filter approach is preferred. Further, we find that considerable variability of risk occurs throughout the sample period. Thus, extending the evidence of Harper and Scheit (1992); Brooks and Faff (1995) and Brooks, Faff and McKenzie (1997), we find evidence consistent with the hypothesis that deregulation has impacted the risk of banking sector stocks. Copyright 2000 by Blackwell Publishers Ltd/University of Adelaide and Flinders University of South Australia

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Publisher Info
Article provided by Blackwell Publishing in its journal Australian Economic Papers.

Volume (Year): 39 (2000)
Issue (Month): 3 (September)
Pages: 301-11
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Handle: RePEc:bla:ausecp:v:39:y:2000:i:3:p:301-11

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  1. Sascha Mergner & Jan Bulla, 2005. "Time-varying Beta Risk of Pan-European Industry Portfolios: A Comparison of Alternative Modeling Techniques," Finance 0510029, EconWPA. [Downloadable!]
    Other versions:
  2. Susan Ryan & Andrew C. Worthington, 2002. "Time-Varying Market, Interest Rate and Exchange Rate Risk in Australian Bank Portfolio Stock Returns: A Garch-M Approach," School of Economics and Finance Discussion Papers and Working Papers Series 112, School of Economics and Finance, Queensland University of Technology. [Downloadable!]
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